BIDS Dataset Citation Analysis

Comprehensive analysis of citation patterns, research themes, and network relationships across 302 BIDS datasets with confidence-filtered citations.

302

Datasets Analyzed

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1004

High-Confidence Citations*

*Confidence ≥0.4 • Click for details

80

Research Bridge Papers

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≥0.4

Confidence Threshold

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Citation Quality
Growth Timeline
Research Bridge Analysis

Network Analysis

Interactive network visualizations showing relationships between datasets and citations. Hover over nodes to see detailed information.

Dataset Network (UMAP)
Datasets positioned using UMAP embedding coordinates, colored by research clusters
Citation Network
High-confidence citations (≥0.4) clustered by research similarity

Research Theme Analysis

Word clouds showing key terms for each research theme cluster identified through UMAP analysis. Larger terms indicate higher frequency and importance within the theme.

Research Theme 0 - Core EEG
Primary neuroscience datasets
Theme 0 Word Cloud
Research Theme 1 - Audio & Stimulation
Auditory processing studies
Theme 1 Word Cloud
Research Theme 2 - Task Performance
Cognitive and behavioral tasks
Theme 2 Word Cloud
Research Theme 3 - Advanced Methods
Methodological and analytical approaches
Theme 3 Word Cloud

Data Export & External Tools

Network Analysis Tools

Export network data for advanced analysis in specialized tools:

Data Tables

Download analysis results as CSV files:

Export Information
Gephi (GEXF)

Best for: Large network visualization, layout algorithms, community detection

Cytoscape (CX)

Best for: Biological networks, pathway analysis, advanced styling

GraphML

Best for: Universal format, programmatic analysis, custom tools